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This online course gives a hands-on introduction to basic programming principles and practice relevant to modern data analysis, data mining, and machine learning.
This online course (MOOC) explores various online marketing opportunities and how to use the Internet, social media, and digital analytics to successfully market a business.
This online course teaches how to use powerful, open-source, Python tools, including Pandas, Git and Matplotlib, to manipulate, analyze, and visualize complex datasets.
In this online course, participants will learn advanced concepts underpinning the design of today’s multicore-based computers. Additionally, they will learn how design decisions...
This online course focuses on the exploration of HTML5-based APIs, but also introduces some advanced features related to HTML5, such as Web components, advanced multimedia,...
This online course teaches how quantum communication provides security that is guaranteed by the laws of nature.
This online course teaches the principles and techniques for digital forensics investigation and the spectrum of available computer forensics tools.
This course teaches essential analytics models and methods and how to appropriately apply them, using tools such as R, to retrieve desired insights.
This course represents a focus on several techniques that are widely used in the analysis of high-dimensional data.
This online course explores algorithmics and graph theory using Python.
In this graduate level introduction to the field of computing security, participants will be given an extensive overview of the various branches of computing security. They will...
This online course explores the essentials of machine learning and algorithms to help improve learning from data without human intervention. Topics of the course include:...
This online course teaches how to apply engineering principles, such as Agile, to build a full-stack software system.
This course covers functional, object-oriented, and declarative dataflow programming in a unified framework, with practical code fragments and a simple semantics.
This online course explores the theory of automata and languages. It includes finite automata and the languages they can define, deterministic and nondeterministic automata,...
This online course teaches how to analyze large datasets using Jupyter notebooks, MapReduce and Spark as a platform.
Predictive analytics is emerging as a competitive strategy across many business sectors and can set apart high performing companies. It aims to predict the probability of the...
This course covers data abstraction, state, and deterministic dataflow in a unified framework with practical code exercises. In the last part of the course, students will...
In this advanced online course several quantum machine learning algorithms are presented and explained. Students will also learn how to implement them in Python.
This online course teaches the process of network security, including intrusion detection, evidence collection, network auditing, and contingency planning against attacks.
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